6 citations · 8 across the 2 of their papers we have counts for
3 papers
physics.chem-ph2022★ 6 cited
Retroformer: Pushing the Limits of Interpretable End-to-end Retrosynthesis Transformer
Yue Wan, Benben Liao, Chang-Yu Hsieh +1
Retrosynthesis prediction is one of the fundamental challenges in organic synthesis. The task is to predict the reactants given a core product. With the advancement of machine lear…
cs.CL2021★ 2 cited
Fast Extraction of Word Embedding from Q-contexts
Junsheng Kong, Weizhao Li, Zeyi Liu +5
The notion of word embedding plays a fundamental role in natural language processing (NLP). However, pre-training word embedding for very large-scale vocabulary is computationally…
stat.ML2020
A Matrix Chernoff Bound for Markov Chains and Its Application to Co-occurrence Matrices
Jiezhong Qiu, Chi Wang, Ben Liao +2
We prove a Chernoff-type bound for sums of matrix-valued random variables sampled via a regular (aperiodic and irreducible) finite Markov chain. Specially, consider a random walk o…